Hybrid Image Processing Methods for Medical Image Examination

Hybrid Image Processing Methods for Medical Image Examination
Author :
Publisher : CRC Press
Total Pages : 177
Release :
ISBN-10 : 9781000300185
ISBN-13 : 1000300188
Rating : 4/5 (85 Downloads)

Book Synopsis Hybrid Image Processing Methods for Medical Image Examination by : Venkatesan Rajinikanth

Download or read book Hybrid Image Processing Methods for Medical Image Examination written by Venkatesan Rajinikanth and published by CRC Press. This book was released on 2021-01-29 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: In view of better results expected from examination of medical datasets (images) with hybrid (integration of thresholding and segmentation) image processing methods, this work focuses on implementation of possible hybrid image examination techniques for medical images. It describes various image thresholding and segmentation methods which are essential for the development of such a hybrid processing tool. Further, this book presents the essential details, such as test image preparation, implementation of a chosen thresholding operation, evaluation of threshold image, and implementation of segmentation procedure and its evaluation, supported by pertinent case studies. Aimed at researchers/graduate students in the medical image processing domain, image processing, and computer engineering, this book: Provides broad background on various image thresholding and segmentation techniques Discusses information on various assessment metrics and the confusion matrix Proposes integration of the thresholding technique with the bio-inspired algorithms Explores case studies including MRI, CT, dermoscopy, and ultrasound images Includes separate chapters on machine learning and deep learning for medical image processing


Hybrid Image Processing Methods for Medical Image Examination Related Books

Hybrid Image Processing Methods for Medical Image Examination
Language: en
Pages: 177
Authors: Venkatesan Rajinikanth
Categories: Computers
Type: BOOK - Published: 2021-01-29 - Publisher: CRC Press

DOWNLOAD EBOOK

In view of better results expected from examination of medical datasets (images) with hybrid (integration of thresholding and segmentation) image processing met
Hybrid Image Processing Methods for Medical Image Examination
Language: en
Pages: 201
Authors: Venkatesan Rajinikanth
Categories: Computers
Type: BOOK - Published: 2021-01-29 - Publisher: CRC Press

DOWNLOAD EBOOK

In view of better results expected from examination of medical datasets (images) with hybrid (integration of thresholding and segmentation) image processing met
Magnetic Resonance Imaging
Language: en
Pages: 190
Authors: V. Rajinikanth
Categories: Technology & Engineering
Type: BOOK - Published: 2022-02-15 - Publisher: Academic Press

DOWNLOAD EBOOK

Magnetic Resonance Imaging: Recording, Reconstruction and Assessment gives a detailed overview of magnetic resonance imaging (MRI), along with its applications
Handbook of Medical Image Processing and Analysis
Language: en
Pages: 1009
Authors: Isaac Bankman
Categories: Computers
Type: BOOK - Published: 2008-12-24 - Publisher: Elsevier

DOWNLOAD EBOOK

The Handbook of Medical Image Processing and Analysis is a comprehensive compilation of concepts and techniques used for processing and analyzing medical images
Advanced Machine Vision Paradigms for Medical Image Analysis
Language: en
Pages: 310
Authors: Tapan K. Gandhi
Categories: Computers
Type: BOOK - Published: 2020-08-11 - Publisher: Academic Press

DOWNLOAD EBOOK

Computer vision and machine intelligence paradigms are prominent in the domain of medical image applications, including computer assisted diagnosis, image guide